valiantcat LoRA for LTX 2.3 This LoRA is trained on top of Lightricks/LTX 2.3 and is built with a custom training paradigm tailored for high consistency video generation. It was originally optimized for first frame / last frame guided transition videos , but the same training strategy also gives it strong generalization in: First to last frame video generation Text to video Image to video Stylized transformation and scene transition generation Compared with a narrowly tuned transition LoRA, this version focuses more on motion continuity , semantic stability , prompt responsiveness , and cross scene transformation quality , so it remains effective even outside the strict start end frame setup. Overview LTX 2.3 is a strong base for controllable video generation, with improved visual quality and prompt adherence. On top of this foundation, this LoRA further enhances transformation style motion, visual coherence, and scene to scene continuity. The result is a practical LoRA that can handle both: precise transition tasks driven by start and end frames open ended prompt driven generation image conditioned motion generation Core Strengths Excellent first last frame transition quality Prod…
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